Y Combinator is a startup accelerator that provides funding and mentorship to early-stage companies. It offers a program where startups receive guidance from experienced entrepreneurs and investors. The organization helps founders in their business models and develop their products. Y Combinator serves industries such as technology, healthcare, and finance.

Y Combinator

SV Angel is a service organization, investing in founders who share these values. They support entrepreneurs in building lasting companies by assisting at key inflection points and leveraging networks to help them propel their businesses forward.

SV Angel

Ruvento Ventures is dedicated to fund the best teams across Southeast Asia. We invest in technologies that are powered by values and focused on backing founders bringing positive change to the region.

Ruvento

Rough Draft Ventures is a student-led team that funds technology-focused university entrepreneurs. They invest checks through founder-friendly SAFEs via their network of student fellows, supplying the brightest student founders across the US with meaningful resources, access to education, and one of their earliest support systems. The company was founded in 2012 and is based in Cambridge, Massachusetts, United States.

Rough Draft Ventures

BoxGroup is an early-stage investment fund that invests in technology companies. The fund aims to invest in the consumer, enterprise, fintech, healthcare, life science, and marketplaces industries at the earliest stage, as early as pre-seed round and as late as Series A. It supports companies based on a conviction in the team and seeks entrepreneurs working at the beginning of movements in existing markets or new markets yet to be created and with visions to create the next generation of category-defining businesses.

BoxGroup

Soma Capital is a fund built by founders for founders that focuses on software. It has invested seed in startups now worth over $60 billion combined including Cruise, Rappi, Ironclad, Human Interest, Razorpay, Rippling, and Lambda School among others (20 unicorns) It was founded in 2015 and is headquartered in San Francisco, California.

Soma Capital

UpHonest Capital is an early-stage, industry-agnostic venture capital firm that partners with companies from pre-seed stage to Series A. The firm invests in entrepreneurs and early-stage startups and then uses its resources to boost value creation through disruptive means.

UpHonest Capital

South Park Commons is a community of technologists and builders dedicated to helping each other explore, learn, and figure out what's next—or as we call it, go from -1 to 0. We believe great ideas very rarely come about in isolation. The SPC Fund invests in companies that emerge from our members' explorations, ensuring the community's longevity and supporting the next stage of our founders' journeys.

South Park Commons

Uncommon Denominator is a venture capital firm that focuses on consumer, SaaS, and frontier tech. The firm also invests in consumer brands that hit a psychological nerve, software companies that help other businesses make more money or spend less of it, and occasionally in frontier technologies. It was founded in 2018 and headquartered in New York, United States.

Uncommon Denominator

Early stage healthcare, therapeutics, diagnostics, and life sciences investing

Endpoint Ventures

Bossa Invest manages investment portfolios and provides asset management services to clients. It analyzes market trends to inform investment decisions. Bossa Invest serves multiple sectors, including finance, technology, and real estate.

Bossa Invest

Ridgeback Capital is a private investment firm that focuses on private and public companies in the life sciences sector. The company was founded in 2006 by Dr. Holman and is headquartered in New York, NY.

Ridgeback Capital

First Round is a seed-stage venture firm focused on building a vibrant community of technology entrepreneurs and companies, including Uber, Square, and Warby Parker. Through custom-built software, incredible in-person experiences, and a host of other unique services, First Round helps tiny companies get big while constantly reimagining the role of venture capital. It offers a growing number of services and products to help founders build companies from scratch. First Round has adopted the Diversity Term Sheet Rider.

First Round Capital

Neo is a mentorship community and VC fund that brings together a diverse group of tech veterans to accelerate tomorrow's leaders.

Duro Ventures was founded by Sundeep Ahuja, a 4x founder, advisor & investor with 70+ companies in his portfolio (excluding investments made via other AngelList Syndicates). He backs mission-driven founders and is broadly focused on consumer, enterprise AI, enterprise SaaS, healthcare IT, e-commerce, distributed energy & blockchain-inspired innovations.

Duro Ventures

Wormhole Capital is the investment arm of Vivek Garipalli’s family office that invests at any stage from seed to growth rounds. It backs deeply independent thinkers with audacious dreams and relentless determination.

Wormhole Capital

Reverie Labs

Reverie Labs (YC W18) is building a pharma company from scratch, using computation. Reverie Labs accelerates preclinical drug development by applying machine learning to lead generation & optimization.

<div>Reverie Labs has developed a proprietary computational platform that leverages machine learning and physics-based modeling to predict important molecular properties for drug discovery and optimization. The company&rsquo;s lead program is focused on targeting kinase inhibitors to treat oncology, which is currently advancing towards clinical trials. It has also entered into a multi-target partnership agreement with the pharma giant Roche to advance kinase drug discovery programs.</div>

Artificial intelligence is identifying and testing new therapies faster than ever.

AI Drug Discovery

Ginkgo Bioworks acquires Reverie Labs AI assets By Investing.com

Roche

Reverie Labs entered into a multi-target collaboration agreement with Roche. Partnership will use Reverie Labs' technology platform to advance kinase drug discovery programs

Biotechnology companies that have integrated AI as a core component of their in-house drug development process. They typically have a few in-house drug development programs, and also collaborate with pharma companies to develop certain drugs.

<div>
 
 Reverie Labs has developed a proprietary computational platform that leverages machine learning and physics-based modeling to predict important molecular properties for drug discovery and optimization. The company&rsquo;s lead program is focused on targeting kinase inhibitors to treat oncology, which is currently advancing towards clinical trials. It has also entered into a multi-target partnership agreement with the pharma giant Roche to advance kinase drug discovery programs.
 
 
 Founded in 2017, Reverie Labs is based in Massachusetts. The company raised USD 25 million in a Series A round in February 2021. The company intends to use the proceeds to advance the company&rsquo;s in-house drug discovery programs to the clinical stage, develop its computational discovery platform, and recruit more scientists and engineers.
 
</div>

<div>
 
 HiberCell is a biotechnology company that develops novel therapies focused on oncology. It entered the AI drug discovery space when it acquired AI genomics analysis company Genuity Science (and its subsidiaries in Iceland and Ireland) in August 2021.&nbsp;
 
 
 Genuity Science&rsquo;s solutions include end-to-end therapeutic discovery and development services such as building custom disease datasets, discovering and prioritizing targets, identifying biomarkers, and optimizing clinical trials. Genuity Science leverages its AI-powered platform to manage, process, and analyze genomic data. HiberCell intends to use Genuity Science&rsquo;s AI/ML capabilities to advance its oncology pipeline of five programs, of which one has reached the Phase 2 clinical trial stage.
 
 
 As of March 2024, the company&rsquo;s pipeline included three drug candidates, namely: 1) HC-7366, targeting the general control nonderepressible 2 (GCN2) kinase as part of the integrated stress response (ISR) signaling pathway; 2) HC-5404, aimed at inhibiting the PKR-like endoplasmic reticulum kinase (PERK) involved in the unfolded protein response (UPR) signaling pathway; and 3) odetiglucan, a therapy targeting tumor-immune interactions within the tumor microenvironment​.&nbsp;
 
 
 Key customers and partnerships
 
 
 In December 2023, HiberCell and Merck &amp; Co partnered to conduct a Phase Ib trial to evaluate the combination therapy of belzutifan and HC-7366 for treating clear cell renal cell carcinoma. Further, in January 2021, the company partnered with Biodesix to develop an enzyme-linked immunosorbent assay as a companion diagnostic test.
 
 
 Funding and financials
 
 
 In 
 <a href="https://hibercell.com/news/hibercell-closes-67-4-million-series-b-financing-and-secures-30-million-debt-facility-from-hercules-capital/">
 May 2021
 </a>
 , HiberCell completed a Series B financing round, raising USD 67.4 million, and secured an additional USD 30 million in debt financing from Hercules Capital. The funds were expected to be used for clinical advancement of its novel therapeutic candidates. 
 
</div>

HiberCell

<div>
 
 Arbor Biotechnologies specializes in gene editing to develop novel therapeutics for a variety of indications, starting with liver-related diseases. It operates an AI-powered biodiscovery platform to discover novel CRISPR enzymes, which are sequences of repeating genetic code. To do this, its platform deploys computational search techniques, genome sequencing, gene synthesis, and high-throughput screening. This can eventually be turned into drugs or even applied to agriculture and other industrial uses. In 2018, the company announced the discovery of Cas13d, a new type of gene editing enzyme that helps to alter RNA to treat genetic diseases.&nbsp;
 
 
 As of February 2024, the company had five internal drug discovery programs, of which one was in the IND-enabling stage. It also has multiple collaborative programs under development focused on oncology and various other therapeutic areas.
 
 
 Key customers and partnerships
 
 
 The company has a long-standing partnership with Vertex Pharmaceuticals since
 <a href="https://www.businesswire.com/news/home/20190103005194/en/Vertex-and-Arbor-Biotechnologies-Establish-Collaboration-to-Discover-Novel-Proteins-to-Advance-Discovery-of-Gene-Editing-Therapies">
 January 2019
 </a>
 , which focused on developing gene-editing treatments for cystic fibrosis and four other diseases. The alliance was further extended in 
 <a href="https://www.biospace.com/article/vertex-and-arbor-strike-a-1-2-billion-deal-for-gene-editing-programs/">
 August 2021
 </a>
 and 
 <a href="https://sp-edge.com/updates/15741">
 January 2023
 </a>
 .&nbsp;
 
 
 Other partnerships included a collaboration with 
 <a href="https://www.prnewswire.com/news-releases/arbor-biotechnologies-announces-collaboration-with-ginkgo-bioworks-to-advance-the-discovery-and-development-of-precision-gene-editors-302011991.html">
 Ginkgo Bioworks
 </a>
 (December 2023) to leverage Ginkgo's R&amp;D services to further optimize Arbor's novel precision editors, a non-exclusive licensing agreement with 
 <a href="https://www.globenewswire.com/news-release/2022/02/08/2380680/0/en/EdiGene-and-Arbor-Biotechnologies-Announce-Worldwide-Non-exclusive-License-Agreement-to-Advance-Ex-Vivo-Engineered-Cell-Therapy-Programs.html">
 EdiGene
 </a>
 (February 2022) to leverage Arbor&rsquo;s platform for ex vivo oncology therapies, a strategic research and non-exclusive licensing agreement with 
 <a href="https://investors.tcr2.com/news-releases/news-release-details/tcr2-therapeutics-and-arbor-biotechnologies-establish">
 TCR2 Therapeutics
 </a>
 (January 2022) to develop allogeneic TRuC T-cell therapies using Arbor&rsquo;s CRISPR technology, and a license agreement with 
 <a href="https://www.lonza.com/news/2020-12-23-14-00">
 Lonza
 </a>
 (December 2020) to use Arbor&rsquo;s gene-editing technology for Lonza&rsquo;s bioproduction products and services.
 
 
 Funding and financials
 
 
 In its latest Series B funding round in November 2021, which was led by Ally Bridge Group, TCG Crossover, and Temasek, Arbor Biotechnologies raised USD 215 million. The proceeds of the round were earmarked to fuel the company&rsquo;s clinical development pipeline.
 
</div>

Arbor Biotechnologies

Based in the UK, Arctoris provides an automated drug discovery platform, offering fully validated research and development (R&amp;D) processes under an Experiments-as-a-Service model. The company works with biotechnology companies, AI drug discovery companies, pharma and academic institutions enabling these institutions to run experiments in Arctoris’s platform and provides on-demand access to a broad scale of datasets for AI drug discovery companies to train their algorithms.

Arctoris

<div>
 
 Frontier Medicines leverages AI/ML technologies to develop treatments for cancer-causing proteins that are dismissed by traditional pharma companies as undruggable.&nbsp;
 
 
 The company has a proprietary chemoproteomic platform which entails an approach based on the interaction of small-molecule compounds and proteins to screen a large number of targets and combine them with a protein database that contains more than 150,000 novel binding pockets (hotspots). This enables it to access 90% of the human proteome that were not previously targeted due to lack of hotspots. The platform&rsquo;s AI/ML engine incorporates a library of diverse compounds, a hotspot map that serves as the starting point for understanding the druggability of a potential therapeutic target, and lead design and generation.&nbsp;
 
 
 The company focuses on oncology and immunology target and, as of February 2024, it had five wholly-owned therapeutic programs and three AbbVie-partnered programs in its pipeline. All programs were in their discovery stage, except the company&rsquo;s lead candidate, FMC-376 (activated and inactivated forms), focused on treating different cancer types, including non-small cell lung cancer (NSCLC), colorectal carcinoma (CRC), and pancreatic ductal adenocarcinoma (PDAC), which is in the IND-enabling stage.
 
 
 Key customers and partnerships
 
 
 The company entered a USD 100 million partnership with 
 <a href="https://news.abbvie.com/2020-12-02-AbbVie-and-Frontier-Medicines-Establish-Global-Partnership-to-Discover-and-Develop-Novel-Therapies-and-E3-Degraders-Against-Difficult-to-Drug-Targets">
 AbbVie
 </a>
 In December 2020 to develop small-molecule therapeutics against hard-to-drug protein targets including around 600 E3 ligases (the enzymes that drive the ubiquitination and degradation of proteins.&nbsp;
 
 
 Funding and financials
 
 
 In July 2021, the company raised USD 88.5 million in a 
 <a href="https://sp-edge.com/updates/4347">
 Series B
 </a>
 funding round co-led by Woodline Partners LP and RA Capital Management, with equal participation from Deerfield Management Company. The proceeds were earmarked for advancing the company&rsquo;s drug pipeline and expanding operations in Boston, where its new facility was to complement the company&rsquo;s headquarters in California. 
 
</div>

Frontier Medicines

<div>
 
 Verge Genomics is a biotechnology company engaged in developing therapeutics for neurological diseases using human genomics and AI to accelerate drug discovery. The main target areas are Amyotrophic Lateral Sclerosis (ALS), Parkinson&rsquo;s Disease (PD), and Frontotemporal Dementia (FTD).&nbsp;
 
 
 It has built a proprietary all-human platform (unlike standard clinical trials that rely on animal data), called CONVERGE, that uses data sets from brain tissue samples of deceased patients with ALS and PD. While most drugs target only one gene at a time, the company claims its technology can identify hundreds of genes that cause disease and develop drugs that target all the genes at the same time. The company uses AI technology to optimize the drug discovery process as a whole.
 
 
 As of March 2024, Verge had one drug candidate in the clinical stage (Phase I) and 10 drug candidates in the discovery stage.&nbsp;
 
 
 Key customers and partnerships
 
 
 The company has partnerships with various tissue banks (such as Harvard University and University of Miami Miller School of Medicine) and several educational institutes and foundations (such as Target ALS, Answer ALS) that enabled its drug discovery platform.&nbsp;
 
 
 In addition, the company&rsquo;s customers include several pharmaceutical companies, such as 1) 
 <a href="https://www.vergegenomics.com/news-blog/verge-genomics-announces-research-collaboration-with-the-sheffield-institute-for-translational-neuroscience">
 Sheffield Institute for Translational Neuroscience (SITraN)
 </a>
 to accelerate the validation of novel drug targets and screening of drug compounds for Parkinson's disease (February 2021), 2) 
 <a href="https://sp-edge.com/updates/4146">
 Eli Lilly
 </a>
 to research and develop novel therapies to treat ALS (July 2021), 3) 
 <a href="https://sp-edge.com/updates/21707">
 Alexion
 </a>
 to identify novel drug targets for rare neurodegenerative and neuromuscular diseases (September 2023), and 4) 
 <a href="https://www.vergegenomics.com/news-blog/verge-genomics-and-the-pritzker-neuropsychiatric-disorders-research-consortium-form-cutting-edge-schizophrenia-research-collaboration">
 Pritzker Neuropsychiatric Disorders Research Consortium
 </a>
 to analyze data from schizophrenic patient&rsquo;s brain tissue with Verge&rsquo;s technology (October 2023).
 
 
 Funding and financials
 
 
 In December 2021, Verge raised USD 98 million in an oversubscribed 
 <a href="https://sp-edge.com/updates/7426">
 Series A
 </a>
 funding round led by BlackRock. The funds were used to scale up its pre-clinical and clinical candidate programs in the pipeline and enhance its lead therapeutics through clinical testing. 
 
</div>

Verge Genomics

SaaS (Software-as-a-Service) companies providing their ML platform to other pharma companies for drug discovery services such as target selection, validation and lead optimization.

SaaS (Software-as-a-Service) companies providing their ML platform to other pharma companies to design and run preclinical experiments.

SaaS (Software-as-a-Service) companies providing their ML platform to other pharma companies to identify biomarkers (measurable biological signs used to determine disease progression) and predict drug response.

SaaS (Software-as-a-Service) companies aggregating and analyzing biomedical data with the help of AI to generate insights across the drug development pipeline.

Includes companies that use GenAI as a core part of their product offering for drug discovery & development

Companies leverage GenAI to support drug discovery through accelerated drug designing

Companies offer AI/ML-based SaaS products to accelerate the discovery and development of novel therapeutics

Offers AI/ML-based solutions to accelerate drug discovery and development

Empowering Tomorrow's Innovations with Generative AI Infrastructure

Generative AI Infrastructure

<div>
 
 Reverie Labs, an AI drug discovery company, has sold its crucial assets to Ginkgo Bioworks, a cell programming and biosecurity company. The cost of the acquisition has not been disclosed. 
 This acquisition will enable Ginkgo Bioworks to incorporate Reverie's systems such as models, software, and workflows into their own system. This will enhance Ginkgo’s capabilities in AI/ML for experimental design and support its small molecule programs. Moreover, Ginkgo will use the Reverie Labs assets to augment its AI/ML-based discovery services. 
 
</div>

Reverie Labs

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